Reporting using Rmarkdown
Taro Mieno
2023-08-28
Basic illustrations
R Markdown
This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.
When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:
summary(cars)## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00Including Plots
You can also embed plots, for example:
Note that the echo = FALSE parameter was added to the
code chunk to prevent printing of the R code that generated the
plot.
Including a table
| Sepal.Length | Sepal.Width | Petal.Length | Petal.Width | Species |
|---|---|---|---|---|
| 5.1 | 3.5 | 1.4 | 0.2 | setosa |
| 4.9 | 3.0 | 1.4 | 0.2 | setosa |
| 4.7 | 3.2 | 1.3 | 0.2 | setosa |
| 4.6 | 3.1 | 1.5 | 0.2 | setosa |
| 5.0 | 3.6 | 1.4 | 0.2 | setosa |
Inline r code
set.seed(2334)
yield <- 200 * runif(100)
mean_yield <- mean(yield)The average yield is 103.4483146.
Markdown basics (level 1 header)
level 2 header
level 3 header
See the source rmd file:
- list item 1
- another list
- list item 2
- list item 3
- italics
- bold
code(do not put r right after the first tick mark)- inline math: I hate math. What does this \(\int_a^b f(x)dx\) even mean?
- math: \[\sum_{i=1}^n x_i/n\]
- link: Markdown basics
- citationL: The best resource to learn how to use Rmarkdown is [@xie2018r].
Chunk options
echo and eval
R code and results
## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00R code suppressed
## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00Only R code (R code was not evaluated)
Both R codes and results not shown
messages and warnings
both messages and warnings
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.4.3 ✔ purrr 1.0.1
## ✔ tibble 3.1.8 ✔ dplyr 1.0.10
## ✔ tidyr 1.3.0 ✔ stringr 1.5.0
## ✔ readr 2.1.3 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()messages suppressed
both messages and warnings suppressed
results
No results are shown.
But, this shows the above code was evaluated and object
a was created.
## [1] 0.442721578 0.274517669 0.832489557 0.496599494 0.222737525 0.713532158
## [7] 0.087589334 0.561854588 0.840218469 0.712486817 0.276695837 0.342732609
## [13] 0.040782033 0.206631539 0.661236504 0.560264982 0.132385486 0.275213450
## [19] 0.315067072 0.423239615 0.488549697 0.523500251 0.144676441 0.402919444
## [25] 0.078005459 0.513939508 0.243389158 0.118420537 0.558043503 0.880511739
## [31] 0.010506572 0.339365883 0.018768277 0.210161775 0.924343563 0.901447605
## [37] 0.447185481 0.247151799 0.748219973 0.538129915 0.030727680 0.410451712
## [43] 0.356162286 0.169928680 0.176799986 0.490199240 0.889828242 0.802454498
## [49] 0.129069953 0.694477625 0.701561396 0.082388175 0.079017293 0.114650592
## [55] 0.778099407 0.038132727 0.487081168 0.278149180 0.025802752 0.249283593
## [61] 0.846890552 0.223062190 0.210762547 0.376761291 0.082064051 0.233958469
## [67] 0.342962488 0.730572376 0.894250010 0.988800461 0.497710637 0.946655608
## [73] 0.144414078 0.251685329 0.346703513 0.335317247 0.892013595 0.130301862
## [79] 0.081560876 0.045353443 0.344891126 0.410071261 0.621566948 0.818836779
## [85] 0.329713708 0.293244870 0.089540284 0.132215122 0.496356317 0.359872945
## [91] 0.571551344 0.304231321 0.803927564 0.839980256 0.665425682 0.002669636
## [97] 0.537816064 0.728669597 0.252346275 0.724311874include = FALSE
No results are shown.
But, this shows the above code was evaluated and object
a was created.
## [1] 0.6512069055 0.6651519733 0.6681661860 0.4336436889 0.4142855881
## [6] 0.6184352725 0.4629165505 0.4269558790 0.8218558307 0.1010162444
## [11] 0.0123708961 0.0313172399 0.9946714859 0.2823574010 0.8826807365
## [16] 0.9619706806 0.6970768331 0.3793270397 0.4593482118 0.9015936744
## [21] 0.7884225431 0.8172776175 0.0025936761 0.0419812859 0.1375661893
## [26] 0.0807574349 0.0001389624 0.0964157293 0.1365731203 0.2667404707
## [31] 0.1942046226 0.7312312324 0.2722529070 0.9049718524 0.0646821384
## [36] 0.7556912473 0.9640818359 0.1830108573 0.4955519645 0.3714570620
## [41] 0.1313385291 0.4950157166 0.4644586414 0.4623787857 0.1028932761
## [46] 0.7315323201 0.9178925341 0.0023527150 0.2764258326 0.4405686152
## [51] 0.3944474871 0.9386764970 0.6078627864 0.7109344315 0.7814479736
## [56] 0.1052157704 0.0022772625 0.4846693375 0.0733176514 0.1580989382
## [61] 0.8278034444 0.1411051280 0.9072100250 0.0400990990 0.1020173531
## [66] 0.7970790255 0.0129714953 0.8611674064 0.9640595755 0.1485804692
## [71] 0.4508498593 0.0106433611 0.2158272723 0.0898387097 0.7344084904
## [76] 0.3068988514 0.9020985381 0.9966172257 0.2738207695 0.4925583762
## [81] 0.1939275623 0.0793949533 0.0870394167 0.1351574806 0.1819930521
## [86] 0.7270940391 0.2675342008 0.2667735845 0.2446220699 0.8374004695
## [91] 0.5338095035 0.6106576971 0.3987668650 0.3012215076 0.0457166785
## [96] 0.2340719013 0.1729808906 0.7637378986 0.3256172710 0.8985493686Caching
## [1] 1.499696## [1] 1.499696Interactive features: htmlwidgets
interactive data table
Interactive time-series data
Interactive ggplot2 figures
##
## Attaching package: 'plotly'## The following object is masked from 'package:ggplot2':
##
## last_plot## The following object is masked from 'package:stats':
##
## filter## The following object is masked from 'package:graphics':
##
## layout